/research-quality
Assess research quality using FAIR principles and quality checklists
$ npx -y skills add jmagly/aiwg --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/research-quality
Context preview
What this command does when you run it.
Assess research quality using FAIR principles and quality checklists
Command definition
research-quality.mddescription: Assess research quality using FAIR principles and quality checklists
category: research-management
argument-hint: [--paper-id <id>] [--all] [--checklist <type>]
allowed-tools: Read, Write, Grep
model: claude-sonnet-4-6
Research Quality Assessment Command
Task
Evaluate research quality using FAIR principles (Findable, Accessible, Interoperable, Reusable) and domain-specific quality checklists.
When invoked with `/research-quality [options]`:
1. **Assess** FAIR compliance 2. **Evaluate** methodological rigor 3. **Check** reproducibility criteria 4. **Generate** quality scores and reports
Parameters
- **`--paper-id <id>`** (optional): Assess specific paper
- **`--all`** (optional): Assess all papers
- **`--checklist <type>`** (optional): Quality checklist (`fair`, `consort`, `prisma`, `arrive`)
Outputs
- **Quality report**: `.aiwg/research/quality/quality-assessment.md`
- **FAIR scores**: `.aiwg/research/quality/fair-scores.json`
Related Agents
- **Quality Agent** (@$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/agents/quality-agent-spec.md)
Skill Definition
**Natural Language Patterns**:
- "Assess research quality"
- "Check FAIR compliance"
- "Evaluate paper quality"
- "Run quality checklist"
References
- @$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/use-cases/UC-RF-006-assess-source-quality.md
---
**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-006
Read more
description: Assess research quality using FAIR principles and quality checklists category: research-management argument-hint: [--paper-id <id>] [--all] [--checklist <type>] allowed-tools: Read, Write, Grep model: claude-sonnet-4-6
Research Quality Assessment Command
Task
Evaluate research quality using FAIR principles (Findable, Accessible, Interoperable, Reusable) and domain-specific quality checklists.
When invoked with `/research-quality [options]`:
1. **Assess** FAIR compliance 2. **Evaluate** methodological rigor 3. **Check** reproducibility criteria 4. **Generate** quality scores and reports
Parameters
- **`--paper-id <id>`** (optional): Assess specific paper
- **`--all`** (optional): Assess all papers
- **`--checklist <type>`** (optional): Quality checklist (`fair`, `consort`, `prisma`, `arrive`)
Outputs
- **Quality report**: `.aiwg/research/quality/quality-assessment.md`
- **FAIR scores**: `.aiwg/research/quality/fair-scores.json`
Related Agents
- **Quality Agent** (@$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/agents/quality-agent-spec.md)
Skill Definition
**Natural Language Patterns**:
- "Assess research quality"
- "Check FAIR compliance"
- "Evaluate paper quality"
- "Run quality checklist"
References
- @$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/use-cases/UC-RF-006-assess-source-quality.md
---
**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-006
Multi-agent AI framework for Claude Code, Copilot, Cursor, Warp, and 6 more platforms 200+ agents, 109+ CLI commands, 400+ deployable agent/skill/command/rule artifacts, 8 core frameworks, 32 addons, and a 40-plugin Claude Code marketplace.
Repo: jmagly/aiwg
Other commands on aiwg.
- /DELIVERABLE-SUMMARY
**Date**: 2026-01-25 **Status**: Complete **Owner**: Requirements Analyst **Team**: Research Framework
Open command - /research-acquire
Acquire research papers from acquisition queue, download PDFs, validate integrity, and organize artifacts
Open command - /research-archive
Package, version, and backup research artifacts following OAIS standards
Open command - /research-cite
Format citations, back claims with evidence, and build citation networks
Open command - /research-discover
Discover research papers via semantic search with automated gap analysis and PRISMA-compliant documentation
Open command - /research-document
Generate structured summaries, extract claims, and create markdown notes for acquired research papers
Open command

